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← Coding is not just another application domain for AI; it is the…

17 connected korrents · 11 moments from 3 Feb 2025 to 27 Sept 2026.

Everything filed under world models world models Everything filed under recursive self-improvement recursive self-improvement Everything filed under LLMs LLMs Everything filed under AGI AGI In tensionSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subject Read this korrent: Coding is not just another application domain for AI; it is the meta-skill that lets AI generate its own training material and start the recursive self-improvement loop. Coding is not just another applicationdomain for AI; it is the meta-skill thatlets AI generate its own training materialand start the recursive self-improvementloop. Last stated 2 months ago 10 Aug 2026 FC François Chollet — holds since 2026-08-10 — tap for who they are In tension: If nobody creates content any more because everyone just asks an AI, there is nothing left for AI to train on. — tap to centre the map on it If nobody creates content any morebecause everyone just asks an AI,there is nothing left for AI totrain on. Last stated 2 months ago 8 Aug 2026 PL Pieter Levels — holds since 2026-08-08 — tap for who they are Same subject: An adaptive agent's world model cannot be a static representation learned once and fixed — tap to centre the map on it An adaptive agent's world modelcannot be a static representationlearned once and fixed Last stated a year ago 17 Jul 2025 FC François Chollet — holds since 2025-07-17 — tap for who they are Same subject: Current AI evaluation of world models is too narrow, favoring static representations learned from massive datasets over efficient learning through interaction — tap to centre the map on it Current AI evaluation of worldmodels is too narrow, favoringstatic representations learned frommassive datasets over efficientlearning through interaction Last stated a year ago 17 Jul 2025 FC François Chollet — holds since 2025-07-17 — tap for who they are Same subject: Games are particularly rich and controlled environments uniquely well-suited for evaluating rapid world model induction in AI — tap to centre the map on it Games are particularly rich andcontrolled environments uniquelywell-suited for evaluating rapidworld model induction in AI Last stated a year ago 17 Jul 2025 FC François Chollet — holds since 2025-07-17 — tap for who they are Same subject: Human adaptability is fundamentally linked to the efficient construction and refinement of internal world models — tap to centre the map on it Human adaptability is fundamentallylinked to the efficient constructionand refinement of internal worldmodels Last stated a year ago 17 Jul 2025 FC François Chollet — holds since 2025-07-17 — tap for who they are Same subject: Rapid world model induction will be critical for achieving robust, general AI that functions in complex, fast-changing real and human worlds — tap to centre the map on it Rapid world model induction will becritical for achieving robust,general AI that functions incomplex, fast-changing real andhuman worlds Last stated a year ago 17 Jul 2025 FC François Chollet — holds since 2025-07-17 — tap for who they are Same subject: The companies that already control the largest troves of real-world video data will be first to build successful world models. — tap to centre the map on it The companies that already controlthe largest troves of real-worldvideo data will be first to buildsuccessful world models. Last stated 2 months ago 10 Aug 2026 KK Kevin Kelly — holds since 2026-08-10 — tap for who they are Same subject: The scaling law for world models was a conviction held in advance, not a discovery; the devils were always in the architecture choices and the data mixture. — tap to centre the map on it The scaling law for world models wasa conviction held in advance, not adiscovery; the devils were always inthe architecture choices and thedata mixture. Last stated 2 months ago 4 Sept 2026 FL Fei-Fei Li — holds since 2026-09-04 — tap for who they are Same subject: AI is already inside the recursive self-improvement loop — what the labs have shipped in recent weeks shows the cycle has started. — tap to centre the map on it AI is already inside the recursiveself-improvement loop — what thelabs have shipped in recent weeksshows the cycle has started. Last stated 3 months ago 3 Aug 2026 CP Chamath Palihapitiya — holds since 2026-08-03 — tap for who they are Same subject: A ban on self-recursive improvement in AI models would create a big incentive for some other parts of the world to invest a lot more in compute. — tap to centre the map on it A ban on self-recursive improvementin AI models would create a bigincentive for some other parts ofthe world to invest a lot more incompute. Last stated 4 weeks ago 22 Sept 2026 TC Tyler Cowen — holds since 2026-09-22 — tap for who they are Same subject: AI research will be fully automated around 2030 or 2031, and AI will beat humans at essentially any job by about 2033. — tap to centre the map on it AI research will be fully automatedaround 2030 or 2031, and AI willbeat humans at essentially any jobby about 2033. Last stated 2 months ago 11 Aug 2026 RG Ryan Greenblatt — holds since 2026-08-11 — tap for who they are Same subject: As AI systems get better at scientific research tasks, it becomes more likely they will soon be capable of improving and building themselves. — tap to centre the map on it As AI systems get better atscientific research tasks, itbecomes more likely they will soonbe capable of improving and buildingthemselves. Last stated 2 months ago 17 Aug 2026 JC Jack Clark — holds since 2026-08-17 — tap for who they are Same subject: Human parity on discovery benchmarks like DiG-bench will be reached by mid-2027, marking the point where recursive self-improvement in AI seriously kicks off. — tap to centre the map on it Human parity on discovery benchmarkslike DiG-bench will be reached bymid-2027, marking the point whererecursive self-improvement in AIseriously kicks off. Last stated 2 months ago 17 Aug 2026 JC Jack Clark — holds since 2026-08-17 — tap for who they are Same subject: Today's AI systems are significantly under-elicited for their ability to automate AI R&D. — tap to centre the map on it Today's AI systems are significantlyunder-elicited for their ability toautomate AI R&D. Last stated 2 months ago 10 Aug 2026 JC Jack Clark — holds since 2026-08-10 — tap for who they are Same subject: AI takeover is not the thing to worry about: physical constraints bound recursive self-improvement, and humans reliably act once a risk becomes immediate. — tap to centre the map on it AI takeover is not the thing toworry about: physical constraintsbound recursive self-improvement,and humans reliably act once a riskbecomes immediate. Last stated 2 years ago 3 Feb 2025 NL Nathan Lambert — holds since 2025-02-03 — tap for who they are Same subject: Recursive self-improvement (RSI) may not lead to runaway superintelligence without a major conceptual breakthrough. — tap to centre the map on it Recursive self-improvement (RSI) maynot lead to runawaysuperintelligence without a majorconceptual breakthrough. Last stated 4 weeks ago 27 Sept 2026 RN Ramez Naam — holds since 2026-09-27 — tap for who they are Same subject: A country outside the AI supply chain should just buy the index — which works only in the world where AI ends up commoditised rather than concentrated. — tap to centre the map on it A country outside the AI supplychain should just buy the index —which works only in the world whereAI ends up commoditised rather thanconcentrated. Last stated 5 months ago 4 Jun 2026 AI Alex Imas — holds since 2026-06-04 — tap for who they are
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At the centre Coding is not just another application domain for AI; it is the meta-skill that lets AI generate its own training material and start the recursive self-improvement loop. Last stated 10 Aug 2026 · 2 months ago Holds François Chollet Read this korrent →